Local Deep Implicit Functions for 3D Shape

CVPR, pp. 4856-4865, 2020.

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We introduce Local Deep Implicit Functions, a 3D shape representation that decomposes space into a structured set of learned implicit functions

Abstract:

The goal of this project is to learn a 3D shape representation that enables accurate surface reconstruction, compact storage, efficient computation, consistency for similar shapes, generalization across diverse shape categories, and inference from depth camera observations. Towards this end, we introduce Local Deep Implicit Functions (LDI...More

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